/*
 * Copyright (c) Numerical Method Inc.
 * http://www.numericalmethod.com/
 * 
 * THIS SOFTWARE IS LICENSED, NOT SOLD.
 * 
 * YOU MAY USE THIS SOFTWARE ONLY AS DESCRIBED IN THE LICENSE.
 * IF YOU ARE NOT AWARE OF AND/OR DO NOT AGREE TO THE TERMS OF THE LICENSE,
 * DO NOT USE THIS SOFTWARE.
 * 
 * THE SOFTWARE IS PROVIDED "AS IS", WITH NO WARRANTY WHATSOEVER,
 * EITHER EXPRESS OR IMPLIED, INCLUDING, WITHOUT LIMITATION,
 * ANY WARRANTIES OF ACCURACY, ACCESSIBILITY, COMPLETENESS,
 * FITNESS FOR A PARTICULAR PURPOSE, MERCHANTABILITY, NON-INFRINGEMENT, 
 * TITLE AND USEFULNESS.
 * 
 * IN NO EVENT AND UNDER NO LEGAL THEORY,
 * WHETHER IN ACTION, CONTRACT, NEGLIGENCE, TORT, OR OTHERWISE,
 * SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR
 * ANY CLAIMS, DAMAGES OR OTHER LIABILITIES,
 * ARISING AS A RESULT OF USING OR OTHER DEALINGS IN THE SOFTWARE.
 */
package com.numericalmethod.suanshu.stats.test.timeseries.adf;

import com.numericalmethod.suanshu.stats.stochasticprocess.univariate.integration.Bt;
import com.numericalmethod.suanshu.datastructure.MathTable;
import com.numericalmethod.suanshu.matrix.doubles.Matrix;
import com.numericalmethod.suanshu.stats.regression.linear.LMProblem;
import com.numericalmethod.suanshu.stats.stochasticprocess.univariate.integration.Filtration;
import com.numericalmethod.suanshu.stats.stochasticprocess.univariate.integration.FiltrationFunction;
import com.numericalmethod.suanshu.vector.doubles.Vector;
import static java.lang.Math.pow;

/**
 * This table is generated by
 *
 * <blockquote><code><pre>
 *           ADFFiniteSampleDistribution dist =
 *                  new ADFFiniteSampleDistribution(sampleSize, TrendType.NO_CONSTANT,
 *                  false, 0, 0,//0 lag
 *                  100000);//number of simulations
 * </pre></code></blockquote>
 *
 *
 * <blockquote><code><pre>
 *       ADFAsymptoticDistribution dist = new ADFAsymptoticDistribution(
 *              type,
 *              100000,
 *              100000);
 * </pre></code></blockquote>
 *
 * @author Haksun Li
 */
class ADFDistributionSupport_NO_CONSTANT_lag0 implements ADFDistributionSupport {

    private static final MathTable table = new MathTable(100);
    private static final double[][] rows = new double[][]{
        {10.0, -2.8856376630246903, -2.4935202576197804, -2.2801931354772407, -2.1174923707391367, -1.9936554086903682, -1.8856683385582704, -1.8053746800884731, -1.7263280231723348, -1.6607845708186901, -1.600089094482508, -1.5445589815619232, -1.495589364780221, -1.4506561769918407, -1.4065524590349967, -1.3654103670577544, -1.3238618128243695, -1.2876757505884218, -1.2521127415211604, -1.2192837146633242, -1.1854323308004775, -1.153529707570534, -1.1225560732204196, -1.0916893510904435, -1.0625181015244862, -1.0358227481136346, -1.008245459334498, -0.9811776490651536, -0.9545763025914171, -0.9288253508575668, -0.9043054357903839, -0.8807175850994425, -0.8568650349034259, -0.8327222163242315, -0.810845115841802, -0.7878809095779788, -0.764060258353197, -0.7411350058235999, -0.719332545191721, -0.6961643761128742, -0.6731538387281223, -0.6509368851527253, -0.628117570505033, -0.6052656576236592, -0.5818009134387717, -0.5583104031719064, -0.5339462378529387, -0.5097266944446712, -0.48345843288912893, -0.45745356695818296, -0.4310943339553003, -0.40464306459512567, -0.37993676204237914, -0.35400148744355964, -0.3281979922143464, -0.30283627571833893, -0.2766411542192708, -0.24855712374887307, -0.22098658037261304, -0.19250353475220677, -0.16445700318915585, -0.13549915744820537, -0.10758261306931319, -0.07979977952850166, -0.052282605992218706, -0.02290957414941974, 0.006767156111961424, 0.035445017818101665, 0.06653052210764604, 0.09814169131545092, 0.128985427352377, 0.16316826246233496, 0.1948076138812645, 0.22966393585071487, 0.2629492174179435, 0.2966957201932232, 0.3307694775864001, 0.3667391835980841, 0.4050446935189476, 0.44303312661890615, 0.4844655091472554, 0.5268043776754721, 0.569710337146383, 0.6151157368083556, 0.660248079466343, 0.7094344337231078, 0.762724730414722, 0.8181352946897944, 0.8756875257590018, 0.9391392990788549, 1.0034820793345163, 1.078388763107752, 1.1543817440286248, 1.2401074165513348, 1.3437279282305281, 1.4742176544781034, 1.6136683836530465, 1.7822663529797476, 2.019282090519637, 2.4298113705676636, 8.433368787199722},
        {11.0, -2.848011914550094, -2.489687339206135, -2.2731269651546735, -2.1110027132443765, -1.9824397618232577, -1.8822789329110687, -1.8022814137609848, -1.7322917965028326, -1.6699641535915073, -1.6077531601709443, -1.553831283146116, -1.5026553585155986, -1.4553298698505666, -1.4102204375711347, -1.3684545696264907, -1.3292219680074955, -1.2920299520050098, -1.2572723001825916, -1.2230231938320055, -1.1912590446810531, -1.1586088197976492, -1.1280384403598314, -1.0998912065745408, -1.0709000041559318, -1.0421370606987024, -1.0147537486778266, -0.988056468636936, -0.9613774686769608, -0.9362931407466415, -0.9110621946396797, -0.8870374509439407, -0.8633770133895287, -0.8397362742284757, -0.8157330040922683, -0.7917107050261107, -0.7691925856087085, -0.7452882815226579, -0.7234120792309195, -0.700614454544958, -0.6767920305680071, -0.6549552862665731, -0.6309461196438967, -0.606702481886407, -0.5832639956257242, -0.5598704547722493, -0.5356358912657646, -0.509738480476293, -0.485231685075989, -0.45949332807315174, -0.43412915164582105, -0.40762631070616656, -0.3808452938197847, -0.35555136811116494, -0.32890106189911794, -0.30187141323703914, -0.27528801474421255, -0.24724128390901012, -0.22084432567325918, -0.192288956694272, -0.1636543017060011, -0.13598564333559354, -0.10670447196697688, -0.07625427540979493, -0.04806650204016029, -0.020277208545207315, 0.009917936330171528, 0.03953325885876382, 0.07038902799941699, 0.1019884819406967, 0.13100259886806842, 0.16276367600207262, 0.19559649512386143, 0.23108295476826235, 0.2658109457989497, 0.30114123893109745, 0.33529084514769897, 0.36907985314550174, 0.4058324246619171, 0.44177698181833813, 0.48213970194245637, 0.5238368866392503, 0.5667221787281895, 0.610187930505187, 0.6553382237992633, 0.7044939574401206, 0.7540927767704576, 0.8084178804534665, 0.865676202740146, 0.9278782791903535, 0.9945222002202194, 1.0694881551492417, 1.1453484961026688, 1.2256780482858387, 1.3220000747399565, 1.42812759763901, 1.5679868532458174, 1.7356376855900553, 1.9703368725205999, 2.3701509604429023, 7.745967622745939},
        {12.0, -2.7904034315714124, -2.4422043041414105, -2.2416685344730807, -2.0930627445945764, -1.9771147697488383, -1.8789360306081995, -1.7889481434667904, -1.7196964843625349, -1.6564022196664574, -1.6001935013004989, -1.544679618523582, -1.4972794081434695, -1.4466765472460517, -1.4065888883965256, -1.3644913389228857, -1.3264408461223294, -1.2900443098743835, -1.2548501452744352, -1.2202187472377566, -1.1868091637289848, -1.1569446569688573, -1.128034149477743, -1.0975674182971322, -1.0686958337981491, -1.0399632974590114, -1.0143170006592748, -0.9898245061150936, -0.9635413892374629, -0.9377188928384401, -0.9138868168808013, -0.8902769572200399, -0.8650124770440681, -0.8415538849816707, -0.8175828051742244, -0.7941926210292609, -0.7701491935605225, -0.7467383594550175, -0.7233207022707504, -0.7003630576970898, -0.6783451069724242, -0.6555420307910802, -0.6329882802228951, -0.6100834189724514, -0.5870843200063718, -0.5646025655364044, -0.5416437139168004, -0.5174849802546827, -0.4929397724795162, -0.4665924664701774, -0.4422340391977412, -0.4171254143148995, -0.391478941840405, -0.363899658161082, -0.3372182329017277, -0.3108117856555578, -0.28464767966155746, -0.2582465739366393, -0.23013850386493118, -0.2021768046508999, -0.1747358070945717, -0.14745119770873974, -0.11867500835703079, -0.08892399558890328, -0.060580664942615894, -0.03137453519561766, -0.0013582037021821155, 0.027958354097926467, 0.05832728190096201, 0.08897366885034062, 0.1205888670314868, 0.1512409950267965, 0.18403263796683786, 0.21610372039706444, 0.24857147291155007, 0.2837187743307299, 0.31955354246383594, 0.3574856540971121, 0.3936467622005746, 0.4327953273955587, 0.47280465696038554, 0.514167632721392, 0.5569015143666866, 0.6000424059941989, 0.6475594141870316, 0.6957555951583079, 0.7458698634625334, 0.7994695189053769, 0.8561735275108782, 0.9197797453889403, 0.9822431846663207, 1.0540980925835595, 1.1249373820242914, 1.2139350182654651, 1.3058753445520033, 1.4196213791682726, 1.5571504310264217, 1.727906239046178, 1.9546122446317926, 2.3571908329986058, 7.0160300226790016},
        {13.0, -2.7855445572540143, -2.4395552311256834, -2.2421526631643953, -2.0964225688755946, -1.984912333428204, -1.8839953212844112, -1.8022273968123523, -1.7288404067745742, -1.659619875520323, -1.601928618709627, -1.5494885932411495, -1.5020197876928019, -1.4535227505533925, -1.4126976282848773, -1.3719102839477164, -1.3322401990396497, -1.2950706049382412, -1.2606579319959323, -1.2272881300553582, -1.1947824544068244, -1.1648957268578806, -1.1335911805238446, -1.1040152413677409, -1.0753247538028936, -1.0487581700002673, -1.0214058546866196, -0.9942387601828991, -0.9688316933143868, -0.9441114648044904, -0.9196634255889855, -0.8956390181451968, -0.872030515871844, -0.8483558251881413, -0.8256464237770562, -0.8018457342132589, -0.7787284810742556, -0.7560790907298687, -0.7332526439064138, -0.7106087362798736, -0.6869075836750693, -0.6636409417390021, -0.6400212478392263, -0.6177209906287068, -0.593603336630404, -0.5712050315612376, -0.5467145947897252, -0.5216052095392849, -0.4960088907813488, -0.47034049854384674, -0.44648084748686856, -0.42072124999150995, -0.39532965157427213, -0.36921749966124534, -0.34407269195027124, -0.3168050378938898, -0.2895942951474108, -0.2633000971927886, -0.23499363307063306, -0.20783841529217997, -0.18079096640052827, -0.15453393410847258, -0.1269648718161616, -0.09783431713096363, -0.06865850430937198, -0.038125264608534416, -0.009738483969539538, 0.020590148604289767, 0.05181205248418044, 0.08205587038001157, 0.11378772333396797, 0.14496385280670135, 0.1778474312283776, 0.2115328697106585, 0.2440498821284217, 0.2801250320555832, 0.31600455511568315, 0.35142747570241295, 0.3894994463707512, 0.42809641666538567, 0.4665947515374369, 0.5081440976995582, 0.5496646604828456, 0.5953188960012279, 0.6397283200626158, 0.6859528162557885, 0.7382298352127821, 0.7912430362893669, 0.8496661525100808, 0.9108411308607187, 0.9752655170181919, 1.0456945940313291, 1.1183635984653741, 1.2023881895440076, 1.2998396846840317, 1.4091713948405054, 1.5406801521511224, 1.7074572151533833, 1.9416407296990261, 2.3101971068419447, 6.141108642604514},
        {14.0, -2.7650595871059, -2.4318699071636267, -2.2291341489769616, -2.0922019047752, -1.9805049381992592, -1.8843991252825512, -1.8031524689036889, -1.732404224203493, -1.6700160724291997, -1.6132709865744337, -1.5594018104937262, -1.5090415163583613, -1.4656818659303485, -1.4212779578890276, -1.3798006030517607, -1.3394926563234608, -1.3026466612091656, -1.2685312703228164, -1.2354197542789713, -1.2028486633545923, -1.1711325373263908, -1.141118091517571, -1.11189975435372, -1.0835476106267943, -1.0546971110313852, -1.027069721184346, -0.9998012399407415, -0.9742432917442965, -0.9503637941426089, -0.9255955284295002, -0.9021571969112447, -0.8779417078369233, -0.8543405404237021, -0.8323329421948082, -0.8093535799111354, -0.7867529564168967, -0.7651351725673905, -0.7430618231628865, -0.720614187754905, -0.6979251903528525, -0.6764544477101957, -0.6537801064041184, -0.6320399610929603, -0.6080375109529393, -0.5838695881031737, -0.5602557965856856, -0.5351339267264444, -0.5099111002032308, -0.48441236181958575, -0.45835608511170206, -0.4312250237443819, -0.40556017458164745, -0.37874229445797036, -0.352557892353067, -0.3268681794047418, -0.30004559010762144, -0.2718108834655134, -0.2447313330985723, -0.21894628145049744, -0.19226555846165447, -0.16446233520814973, -0.13574715442630036, -0.107494433004124, -0.07850742438395208, -0.05071926210768017, -0.022107133664363895, 0.0069782129817126184, 0.036762454063772446, 0.0679480548684911, 0.09949795338104678, 0.13173059033354237, 0.165843421946885, 0.19759038001280982, 0.23036424696962884, 0.2666224844191166, 0.3016825742344261, 0.3402180897199131, 0.3753075500263221, 0.4146293751126563, 0.4540262148144416, 0.4973364240163558, 0.539782856473555, 0.5821815396166969, 0.627011958715493, 0.6730520721609915, 0.72525391506089, 0.7784152194124565, 0.8341294034488578, 0.8920080338725804, 0.9579769813678876, 1.025620989512364, 1.098606961594069, 1.183862178228381, 1.2755383545029442, 1.387152387550001, 1.5171226113643506, 1.6767125654890576, 1.8996499239190943, 2.2720156092548534, 5.8537179305883535},
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        {97.0, -2.587809909173116, -2.314176475179446, -2.1552878453501427, -2.032196302473415, -1.9393137250997756, -1.8572094159729753, -1.7863356671568873, -1.7220542113149186, -1.6635527592397745, -1.6091922940349108, -1.557949767583695, -1.5120527727272017, -1.4700990169250518, -1.4289712978708304, -1.391495478434985, -1.3563672748677382, -1.3206429778123552, -1.2868743486232779, -1.254223146738543, -1.221723412730528, -1.1913945501354886, -1.1636541342441256, -1.1349597856228018, -1.1061979172744638, -1.079527853141876, -1.0525094314879653, -1.0270393705099286, -1.0013582690768095, -0.9761244620945737, -0.9512342261797455, -0.9283122941145838, -0.9046015579731781, -0.8806599143198255, -0.8577400694672537, -0.8345187433655019, -0.8114049439689196, -0.7892995933311718, -0.7651648837840687, -0.7417157573690476, -0.7186869399885294, -0.6959419080356871, -0.6743812650641332, -0.6511363688157878, -0.6288560191420306, -0.6049031272042307, -0.5824038730598985, -0.5594246364401236, -0.5333821906949038, -0.5102104154148023, -0.48670926661057057, -0.461367758027622, -0.43683156027478354, -0.41166066581319816, -0.3864555990541293, -0.3600065240962407, -0.3335940208149619, -0.3087972129306845, -0.2841192823129438, -0.257694949044899, -0.23152423384045898, -0.20369364004123627, -0.1745810553534864, -0.1463495599422856, -0.1179967784543618, -0.08791842765725724, -0.05730084152091079, -0.026795744081241107, 0.003894659837399193, 0.032971151039132215, 0.0640974707012493, 0.09629461305251853, 0.12797859849585103, 0.1601868167158598, 0.19443375241151967, 0.23115168558867, 0.2656321684994287, 0.30129623954651924, 0.3369942615215571, 0.3735453092456601, 0.4116347182171349, 0.45370669039105244, 0.4967049314165479, 0.5393005314231132, 0.5843132775855893, 0.6296064289663528, 0.6786011240902874, 0.7260044244128205, 0.7784528663787968, 0.8345184908214891, 0.8974063560545371, 0.9604512602222901, 1.0314452656149786, 1.1072568238514706, 1.1974760796584119, 1.300854273919727, 1.416267444681099, 1.557464348257868, 1.7465669921601261, 2.060864290757186, 3.9853267387510094},
        {98.0, -2.572518327977949, -2.313274773604185, -2.15076878501437, -2.032918977428175, -1.9388081581546612, -1.8561560152174952, -1.787423965224194, -1.7215801848622094, -1.6665324226762461, -1.6140151671024165, -1.5649269925667626, -1.5215952930604426, -1.4784667477088222, -1.4390995847690453, -1.4002620535273111, -1.3634349661080294, -1.328215436002455, -1.2944576854680934, -1.262526004915746, -1.2322141041155052, -1.203040919218914, -1.1724682934557558, -1.1429034338195843, -1.1155194959108354, -1.086793307892725, -1.0595884876518002, -1.0342333646088124, -1.0094055466679743, -0.9851226512148118, -0.9602881510061011, -0.9373694360776134, -0.9126401359449627, -0.8897537760776251, -0.8663899711246836, -0.8430426318237658, -0.8213437315580889, -0.7984829769951995, -0.7748628879415685, -0.7511160797212719, -0.7286969391396223, -0.7068290499242641, -0.6849864348692748, -0.6625581186557018, -0.6402144109841589, -0.6182286740140399, -0.5949536899425094, -0.5716042645493169, -0.5480787142058463, -0.5241599218889195, -0.500101356146871, -0.47590589765718494, -0.4500221000211987, -0.42355948281490097, -0.3991797203309342, -0.37231483688780936, -0.3461617242010331, -0.3201040831072116, -0.29207482578053434, -0.2644376038070736, -0.23783344519641114, -0.2113273602112059, -0.18343883978875597, -0.1534297630113136, -0.12417822131692538, -0.09508412664044258, -0.06512686502050533, -0.035213017942748844, -0.005842043464930493, 0.02532750734166854, 0.055794525741708914, 0.08598305850861204, 0.12016258365552418, 0.1524377340207989, 0.18736883114167263, 0.2207806021532363, 0.2570287605043071, 0.2915807918512858, 0.32764038841248067, 0.36526187032519386, 0.40324295303539615, 0.4439864695705351, 0.4854439817845949, 0.5291128664252631, 0.5747951969086509, 0.6196708232271089, 0.6674854177920149, 0.7165907812742417, 0.7715706448425406, 0.8284790570477527, 0.8886892376024595, 0.9580002726995595, 1.0279664368589996, 1.1049810052669609, 1.1892378144203477, 1.2925283367579672, 1.4084802837566848, 1.553023047690814, 1.7463340896270245, 2.0574637679958503, 3.999452471754254},
        {99.0, -2.580685105599107, -2.3295872961375603, -2.1611609504165874, -2.0421369684357336, -1.945777661119208, -1.8602321067277754, -1.7908254090471907, -1.7262734880900723, -1.6666916999602543, -1.6122843900053234, -1.563796386392934, -1.5158755521744514, -1.4735347855881107, -1.4326006598374277, -1.3955515155249638, -1.3583806600006634, -1.3232743043000788, -1.2892923715137579, -1.2561568788431356, -1.2246132887097216, -1.1936396833935503, -1.1653105440500229, -1.136475407459458, -1.1103289488308687, -1.0823631710965553, -1.0557816480564455, -1.0299323658286308, -1.0043745201256389, -0.9784729613571536, -0.9537092314996956, -0.9295852555406237, -0.9077285616954861, -0.8827477815846239, -0.8591219375227481, -0.8370660480193982, -0.8138156499880471, -0.7906714941560135, -0.7686209527983018, -0.7467347392247331, -0.7248748669169219, -0.7034165108088584, -0.6813524850533347, -0.6580845125284436, -0.6349398080037034, -0.6124836911806923, -0.5887032007036542, -0.5657443508944802, -0.5417762118868331, -0.517474983480142, -0.4933335529137459, -0.4685441158996847, -0.44246417802690824, -0.41759740900319076, -0.39177146937669227, -0.3658395876215429, -0.3400498605565963, -0.3136641101007324, -0.28653723795447006, -0.25837104209360157, -0.2310100858672649, -0.20300370652298, -0.17617614387995156, -0.1480326714245081, -0.11861006002961061, -0.08968369020882587, -0.0595998256500987, -0.03037310265039389, -8.928170732866961E-4, 0.02897736071447684, 0.06258326003513395, 0.09440218332548983, 0.12616741822792862, 0.15740389433975355, 0.19168400136260966, 0.22715976455576137, 0.263183688113714, 0.29920022065814245, 0.3355761343690872, 0.37153634493125165, 0.411656678148105, 0.45176893123241885, 0.4923649348318606, 0.5348346529108683, 0.5798377623226846, 0.6259946885732878, 0.6755591005596685, 0.7270120710621485, 0.7820340036850988, 0.8410857727053112, 0.900620663179629, 0.9703413707026611, 1.0412223412054857, 1.1183279427567523, 1.2059822996983691, 1.2995607021252562, 1.4162105435278116, 1.561275585311833, 1.7518115880266816, 2.0422614922883406, 4.5397104706388145},
        {100.0, -2.5723465983458205, -2.3209830389592563, -2.1608762360407217, -2.0365631942666935, -1.940922704879782, -1.8620199857084776, -1.792464266963618, -1.7285101083231977, -1.669284424153256, -1.6142018953946526, -1.5644965245946836, -1.5198857026190553, -1.475972485991377, -1.4344849880910182, -1.396930927485199, -1.3590937459325758, -1.322479433123307, -1.288403850490464, -1.2561450212714742, -1.2259118072781616, -1.196099582160564, -1.1669303156949085, -1.1396594898744916, -1.1132351126509419, -1.085642360473627, -1.0578116768822632, -1.0311966929634744, -1.0061115350107308, -0.9794753552548321, -0.9545512779655075, -0.9299217662881927, -0.9063150198367838, -0.8816692486676412, -0.8586410932369579, -0.8353038653938158, -0.8125808942666991, -0.7889866062550901, -0.7666171682844254, -0.7438196502928448, -0.7218358971242684, -0.6989104917909974, -0.676086898339629, -0.6530597662924436, -0.6305716226844729, -0.6075338535045477, -0.5838672020866194, -0.5604765291243052, -0.5367865547495168, -0.5128543773327106, -0.48808736020101584, -0.46365328582616017, -0.4393972994935167, -0.41385809279887287, -0.3869681030777443, -0.35970147973510636, -0.33244382300552205, -0.30455465580719543, -0.2773021224048905, -0.24997587401862761, -0.22104067388951038, -0.19292350992328108, -0.16541431232516762, -0.13819369101437695, -0.11043879092838185, -0.08242895409907905, -0.05433557840249026, -0.02329998562532338, 0.007473259063395299, 0.03901522572084858, 0.07015148361189008, 0.10261436164440482, 0.13390475643012456, 0.1656276556472483, 0.19847065750632742, 0.2329009609285182, 0.2690397736968677, 0.3041790213818577, 0.3417895209340285, 0.37967184258354936, 0.4205260315314151, 0.46098355353363885, 0.5027116780182956, 0.5440170875373057, 0.5884212542334089, 0.6341536519046977, 0.6822808714327298, 0.73262908546353, 0.7887033090581032, 0.8465973242442375, 0.905276685197333, 0.9681618459696357, 1.0379822480104723, 1.1159425912834307, 1.204375458152497, 1.3056195906449868, 1.426448070712425, 1.5697202159875414, 1.7605038766272587, 2.052189837479089, 4.0424880016164675}
    };

    static {
        //...x100
        table.addRows(rows);

        //the asymptotic distribution
        //nSim = 200000; nT = 200000
        table.addRow(Double.POSITIVE_INFINITY, new double[]{
                    -2.5634454425199564, -2.3119019115526034, -2.1533119543832213, -2.0343355130716057, -1.9378023616077271, -1.8578160500871865, -1.7881045809982323, -1.7256257634512067, -1.6690377178516294, -1.6162270779794286, -1.5682498374922678, -1.5236111790500495, -1.4799899732443662, -1.4407169361194123, -1.4024572085956453, -1.3666970739149007, -1.3311966425239425, -1.2976636179029661, -1.266241172356001, -1.2355903731832214, -1.2050068598292523, -1.1757855174509642, -1.1466859336994837, -1.1193740587570515, -1.0914672434082946, -1.0645319512305675, -1.0380632044207574, -1.012629320967043, -0.9877209864409005, -0.962611059151075, -0.9380507844049142, -0.913514475977697, -0.8896611536378144, -0.8667357011859098, -0.8431830965265918, -0.8198707081948567, -0.7962140585194344, -0.7734028596525, -0.7508941584632007, -0.7284348262703726, -0.7059671075442275, -0.682712134605171, -0.6613085199220892, -0.6395334818449533, -0.615805381764938, -0.5917167113782263, -0.5684166918606484, -0.5453350067998004, -0.5217651846397497, -0.4985810101723775, -0.47334182870974173, -0.4493506901550159, -0.4241299582588858, -0.39906540437446325, -0.3727193231553738, -0.3464061587423525, -0.31965524733794237, -0.2922706676384612, -0.2653409681656022, -0.2380091037658619, -0.21041192100682538, -0.18342523206214112, -0.1541625761657944, -0.12477102833946899, -0.09590997305084212, -0.06624923307645339, -0.03693823669354475, -0.0076777030248841, 0.02392158606852466, 0.05479268635709695, 0.08576538394133815, 0.11701622500502597, 0.15009446059141135, 0.1844866269949864, 0.21868054628260328, 0.25387704669455374, 0.28904320395556415, 0.3246016462257998, 0.3611959525998444, 0.40003807683095516, 0.44027922991623203, 0.48057628856778123, 0.5241465765205013, 0.5690677509308935, 0.6145392022070597, 0.6652309456893346, 0.7166241897734371, 0.770664174088444, 0.8252933753307719, 0.8856812325988063, 0.9545328953315901, 1.0239766957895093, 1.1002986179662133, 1.1869193611492361, 1.2877662205023834, 1.3987039100478253, 1.537460825559424, 1.7300864509354104, 2.0192832602294795, 3.971261275459412});
    }

    public double[] getData(int sampleSize) {
        return table.getRowOnOrAfter(sampleSize).toArray();
    }

    /**
     * for the NO_CONSTANT case,
     *
     * /1
     * |  (B)(dBt)
     * /0
     * ------------------
     *      /1
     * sqrt(|  (B^2)(dt))
     *      /0
     *
     * @param FT
     * @return
     */
    public double fromFiltration(Filtration FT) {
        FiltrationFunction numeratorFunction = new Bt();

        FiltrationFunction denominatorFunction = new FiltrationFunction() {

            @Override
            public double evaluate(int t) {
                double Bt = FT.B(t);
                return pow(Bt, 2);
            }
        };

        return ADFAsymptoticDistribution.ratio(numeratorFunction, denominatorFunction, FT);
    }

    public double fromRegression(Vector y, Matrix X) {
        LMProblem problem = new LMProblem(y, X, false);
        return ADFFiniteSampleDistribution.testStat(problem);
    }
}
